It was pure chance that led her to it. Emily, cleaning her son's room, found the phone. And with it, the hidden account. The words on the screen, the pictures, they weren't her son, not the boy she knew. The information felt like a poison. The anger wasn't loud, but a slow burn, a corrosive acid eating away at her insides.

She went to bed, but sleep was impossible. The details replayed in her mind, each one a fresh assault. She lay there, rigid, listening to the quiet breathing of her husband beside her, and felt a profound sense of isolation, of being alone in her hurt.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210